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Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma

Pilocytic astrocytoma (PA), the most common pediatric brain tumor, is driven by aberrant mitogen-activated protein kinase signaling most commonly caused by BRAF gene fusions or activating mutations. While 5-year overall survival rates exceed 95%, tumor recurrence or progression constitutes a major c...

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Detalles Bibliográficos
Autores principales: Picard, Daniel, Felsberg, Jörg, Langini, Maike, Stachura, Paweł, Qin, Nan, Macas, Jadranka, Reiss, Yvonne, Bartl, Jasmin, Selt, Florian, Sigaud, Romain, Meyer, Frauke-D., Stefanski, Anja, Stühler, Kai, Roque, Lucia, Roque, Rafael, Pandyra, Aleksandra A., Brozou, Triantafyllia, Knobbe-Thomsen, Christiane, Plate, Karl H., Roesch, Alexander, Milde, Till, Reifenberger, Guido, Leprivier, Gabriel, Faria, Claudia C., Remke, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500011/
https://www.ncbi.nlm.nih.gov/pubmed/37656187
http://dx.doi.org/10.1007/s00401-023-02626-5
Descripción
Sumario:Pilocytic astrocytoma (PA), the most common pediatric brain tumor, is driven by aberrant mitogen-activated protein kinase signaling most commonly caused by BRAF gene fusions or activating mutations. While 5-year overall survival rates exceed 95%, tumor recurrence or progression constitutes a major clinical challenge in incompletely resected tumors. Here, we used similarity network fusion (SNF) analysis in an integrative multi-omics approach employing RNA transcriptomic and mass spectrometry-based proteomic profiling to molecularly characterize PA tissue samples from 62 patients. Thereby, we uncovered that PAs segregated into two molecularly distinct groups, namely, Group 1 and Group 2, which were validated in three non-overlapping cohorts. Patients with Group 1 tumors were significantly younger and showed worse progression-free survival compared to patients with group 2 tumors. Ingenuity pathways analysis (IPA) and gene set enrichment analysis (GSEA) revealed that Group 1 tumors were enriched for immune response pathways, such as interferon signaling, while Group 2 tumors showed enrichment for action potential and neurotransmitter signaling pathways. Analysis of immune cell-related gene signatures showed an enrichment of infiltrating T Cells in Group 1 versus Group 2 tumors. Taken together, integrative multi-omics of PA identified biologically distinct and prognostically relevant tumor groups that may improve risk stratification of this single pathway driven tumor type. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00401-023-02626-5.